Physics-Informed Neural Network for Mapping Vascular and Tissue Dynamics Using Laser Speckle Contrast Imaging
Our approach establishes physics-informed learning as a practical framework for near real-time extraction of vascular and cellular biomarkers from LSCI, enabling longitudinal monitoring of stroke progression and potentially facilitating clinical translation.
Authors
- Xiaojun Cheng (ORCID: https://orcid.org/0000-0002-3568-0603)
- Rockwell P. Tang (ORCID: https://orcid.org/0000-0003-3044-0085)
- W. D. Donovan
- Shuying Li
- David Boas
- Victoria Krepulec
- Lei Tian
Institutions
- Boston University (US)
- Miami University (US)
Publication Details
- Journal
- bioRxiv (Cold Spring Harbor Laboratory)
- Published
- 2026-02-02
- DOI
- https://doi.org/10.64898/2026.02.01.702939
- Primary Topic
- Thermoregulation and physiological responses
- Type
- article
- Field-Weighted Citation Impact
- 0.00